Machine learning : from the classics to deep networks, transformers, and diffusion models /

Machine Learning: From the Classics to Deep Networks, Transformers and Diffusion Models, Third Edition starts with the basics, including least squares regression and maximum likelihood methods, Bayesian decision theory, logistic regression, and decision trees. It then progresses to more recent techn...

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Bibliographic Details

Main Author:	Theodoridis, Sergios, 1951- (Author)
Corporate Author:	ScienceDirect (Online service)
Format:	eBook
Language:	English
Published:	London, United Kingdom : Academic Press is an imprint of Elsevier, [2025]
Edition:	Third edition.
Subjects:	Machine learning > Mathematical models. Bayesian statistical decision theory. Mathematical optimization. Apprentissage automatique > Modèles mathématiques. Théorie de la décision bayésienne. Optimisation mathématique. Electronic books.
Online Access:	Connect to the full text of this electronic book